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Article . 2009 . Peer-reviewed
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A branch‐and‐cut‐and‐price algorithm for vertex‐biconnectivity augmentation

A branch-and-cut-and-price algorithm for vertex-biconnectivity augmentation
Authors: Ivana Ljubic;

A branch‐and‐cut‐and‐price algorithm for vertex‐biconnectivity augmentation

Abstract

AbstractIn this article, the first approach for solving the vertex‐biconnectivity augmentation problem (V2AUG) to optimality is proposed. Given a spanning subgraph of an edge‐weighted graph, we search for the cheapest subset of edges to augment this subgraph to make it vertex‐biconnected. The problem is reduced to augmentation of the corresponding block‐cut tree [Khuller and Thummella, J Algorithms 14 (1993), 214–225], and its connectivity properties are exploited to develop two minimum‐cut‐based ILP formulations: a directed and an undirected one. In contrast to the recently obtained result for the more general vertex‐biconnected Steiner network problem [Chimani et al., Proceedings of 2nd Annual International Conference on Combinatorial Optimization and Applications, Lecture Notes in Computer Science, Vol. 5165, Springer, 2008, pp. 190–200.], our theoretical comparison shows that orienting the undirected graph does not help in improving the quality of lower bounds. Hence, starting from the undirected cut formulation, we develop a branch‐and‐cut‐and‐price (BCP) algorithm which represents the first exact approach to V2AUG. Our computational experiments show the practical feasibility of BCP: complete graphs with more than 400 vertices can be solved to provable optimality. Furthermore, BCP is even faster than state‐of‐the‐art metaheuristics and approximation algorithms, for graphs up to 200 vertices. For large graphs with more than 2000 vertices, optimality gaps that are strictly below 2% are reported. © 2009 Wiley Periodicals, Inc. NETWORKS, 2010

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Austria
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Keywords

Connectivity, memetic algorithm, 1020 Informatik, edge-weighted biconnectivity augmentation, branch-and-cut-and-price, Programming involving graphs or networks, generalized Steiner network problem, 101015 Operations Research, branch-and-cut, 101015 Operations research, Graph algorithms (graph-theoretic aspects), Polyhedral combinatorics, branch-and-bound, branch-and-cut, 1020 Computer Sciences

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Average
Average
bronze